{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "33c0a4bf",
   "metadata": {},
   "source": [
    "# 单阈值的图像分割"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "3cfa04c1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 使用matplotlib的imread函数读取图像（以灰度模式读取）\n",
    "image = cv2.imread('9-1.png', 0)\n",
    "\n",
    "# 显示原始图像\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('Original Image')\n",
    "\n",
    "# 选择阈值\n",
    "threshold_value = 127\n",
    "\n",
    "# 进行单阈值分割\n",
    "_, thresholded_image = cv2.threshold(image, threshold_value, 255, cv2.THRESH_BINARY)\n",
    "\n",
    "# 显示分割后的图像\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(thresholded_image, cmap='gray')\n",
    "plt.title('Thresholded Image')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2dcccf44",
   "metadata": {},
   "source": [
    "# 多阈值分割"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "4d91ebbd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 使用cv2.imread函数读取图像（以灰度模式读取）\n",
    "image = cv2.imread('9-1.png', 0)\n",
    "\n",
    "# 显示原始图像\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('Original Image')\n",
    "\n",
    "# 选择阈值\n",
    "threshold_value1 = 100\n",
    "threshold_value2 = 150\n",
    "\n",
    "# 进行多阈值分割\n",
    "_, thresholded_image1 = cv2.threshold(image, threshold_value1, 255, cv2.THRESH_BINARY)\n",
    "_, thresholded_image2 = cv2.threshold(image, threshold_value2, 255, cv2.THRESH_BINARY)\n",
    "thresholded_image = cv2.bitwise_and(thresholded_image1, thresholded_image2)\n",
    "\n",
    "# 显示分割后的图像\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(thresholded_image, cmap='gray')\n",
    "plt.title('Thresholded Image')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be33f234",
   "metadata": {},
   "source": [
    "# 基于一阶导数算子的边缘图像分割"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "c520e2d6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 读取图像（以灰度模式读取）\n",
    "image = cv2.imread('9-1.png', 0)\n",
    "\n",
    "# 使用Sobel算子进行边缘检测\n",
    "# 计算x方向的梯度\n",
    "sobelx = cv2.Sobel(image, cv2.CV_64F, 1, 0, ksize=3)\n",
    "# 计算y方向的梯度\n",
    "sobely = cv2.Sobel(image, cv2.CV_64F, 0, 1, ksize=3)\n",
    "# 计算梯度幅值\n",
    "gradient_magnitude = np.sqrt(sobelx**2 + sobely**2)\n",
    "\n",
    "# 显示原始图像和边缘检测后的图像\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('Original Image')\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(gradient_magnitude, cmap='gray')\n",
    "plt.title('Edges Detected with Sobel')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "521d4315",
   "metadata": {},
   "source": [
    "# 基于二阶导数算子的边缘图像分割"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "03f979e1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 读取图像（以灰度模式读取）\n",
    "image = cv2.imread('9-1.png', 0)\n",
    "\n",
    "# 先进行高斯滤波平滑图像\n",
    "image_smoothed = cv2.GaussianBlur(image, (5, 5), 0)\n",
    "\n",
    "# 使用拉普拉斯算子进行边缘检测\n",
    "laplacian = cv2.Laplacian(image_smoothed, cv2.CV_64F)\n",
    "\n",
    "# 显示原始图像、平滑后的图像和边缘检测后的图像\n",
    "plt.subplot(1, 3, 1)\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('Original Image')\n",
    "\n",
    "plt.subplot(1, 3, 2)\n",
    "plt.imshow(image_smoothed, cmap='gray')\n",
    "plt.title('Smoothed Image')\n",
    "\n",
    "plt.subplot(1, 3, 3)\n",
    "plt.imshow(laplacian, cmap='gray')\n",
    "plt.title('Laplacian after Smoothing')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f9d447fd",
   "metadata": {},
   "source": [
    "# 基于区域的图像分割"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c5a831ab",
   "metadata": {},
   "source": [
    "## 区域生长法"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "f96ee67b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 读取图像（以灰度模式读取）\n",
    "image = cv2.imread('9-1.png', 0)\n",
    "\n",
    "# 定义区域生长函数\n",
    "def region_growing(image, seed_point, threshold):\n",
    "    height, width = image.shape[:2]\n",
    "    segmented_image = np.zeros((height, width), dtype=np.uint8)\n",
    "    visited = np.zeros((height, width), dtype=np.uint8)\n",
    "    region_mean = 0\n",
    "    count = 0\n",
    "\n",
    "    # 计算种子点区域的初始均值\n",
    "    for i in range(-1, 2):\n",
    "        for j in range(-1, 2):\n",
    "            if (seed_point[1] + i >= 0 and seed_point[1] + i < height and\n",
    "                    seed_point[0] + j >= 0 and seed_point[0] + j < width):\n",
    "                region_mean += image[seed_point[1] + i, seed_point[0] + j]\n",
    "                count += 1\n",
    "    region_mean = region_mean // count\n",
    "\n",
    "    # 将种子点标记为已访问并添加到区域中\n",
    "    segmented_image[seed_point[1], seed_point[0]] = 255\n",
    "    visited[seed_point[1], seed_point[0]] = 1\n",
    "\n",
    "    # 区域生长过程\n",
    "    current_points = [seed_point]\n",
    "    while current_points:\n",
    "        new_points = []\n",
    "        for point in current_points:\n",
    "            for i in range(-1, 2):\n",
    "                for j in range(-1, 2):\n",
    "                    if (point[1] + i >= 0 and point[1] + i < height and\n",
    "                            point[0] + j >= 0 and point[0] + j < width and\n",
    "                            visited[point[1] + i, point[0] + j] == 0):\n",
    "                        if abs(image[point[1] + i, point[0] + j] - region_mean) < threshold:\n",
    "                            segmented_image[point[1] + i, point[0] + j] = 255\n",
    "                            visited[point[1] + i, point[0] + j] = 1\n",
    "                            new_points.append((point[0] + j, point[1] + i))\n",
    "        current_points = new_points\n",
    "\n",
    "        # 更新区域均值\n",
    "        region_sum = 0\n",
    "        region_count = 0\n",
    "        for i in range(height):\n",
    "            for j in range(width):\n",
    "                if segmented_image[i, j] == 255:\n",
    "                    region_sum += image[i, j]\n",
    "                    region_count += 1\n",
    "        region_mean = region_sum // region_count\n",
    "\n",
    "    return segmented_image\n",
    "\n",
    "# 选择种子点（\n",
    "seed_point = (image.shape[1] // 2, image.shape[0] // 2)\n",
    "# 设置阈值（根据图像特点调整）\n",
    "threshold = 30\n",
    "\n",
    "# 进行区域生长分割\n",
    "segmented_image = region_growing(image, seed_point, threshold)\n",
    "\n",
    "# 使用plt显示原始图像和分割后的图像\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(image, cmap='gray')\n",
    "plt.title('Original Image')\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(segmented_image, cmap='gray')\n",
    "plt.title('Segmented Image')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d149a2b3",
   "metadata": {},
   "source": [
    "## 区域分裂合并法"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "043eefce",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import cv2\n",
    "from PIL import Image\n",
    "import matplotlib.pyplot as plt\n",
    "class QuadTree:\n",
    "    def __init__(self, image, x, y, width, height, threshold):\n",
    "        self.image = image\n",
    "        self.x = x\n",
    "        self.y = y\n",
    "        self.width = width\n",
    "        self.height = height\n",
    "        self.threshold = threshold\n",
    "        self.children = []\n",
    "        self.mean_value = self.calculate_mean()\n",
    "\n",
    "    def calculate_mean(self):\n",
    "        region = self.image[self.y:self.y + self.height, self.x:self.x + self.width]\n",
    "        return np.mean(region)\n",
    "\n",
    "    def variance(self):\n",
    "        region = self.image[self.y:self.y + self.height, self.x:self.x + self.width]\n",
    "        return np.var(region)\n",
    "\n",
    "    def split(self):\n",
    "        if self.width <= 1 or self.height <= 1 or self.variance() <= self.threshold:\n",
    "            return\n",
    "\n",
    "        half_width = self.width // 2\n",
    "        half_height = self.height // 2\n",
    "\n",
    "        self.children.append(QuadTree(self.image, self.x, self.y, half_width, half_height, self.threshold))\n",
    "        self.children.append(QuadTree(self.image, self.x + half_width, self.y, half_width, half_height, self.threshold))\n",
    "        self.children.append(QuadTree(self.image, self.x, self.y + half_height, half_width, half_height,\n",
    "                                      self.threshold))\n",
    "        self.children.append(QuadTree(self.image, self.x + half_width, self.y + half_height, half_width, half_height,\n",
    "                                      self.threshold))\n",
    "\n",
    "        for child in self.children:\n",
    "            child.split()\n",
    "\n",
    "    def merge(self, merge_threshold):\n",
    "        if not self.children:\n",
    "            return\n",
    "\n",
    "        to_merge = []\n",
    "        for child in self.children:\n",
    "            if abs(child.mean_value - self.mean_value) <= merge_threshold:\n",
    "                to_merge.append(child)\n",
    "\n",
    "        if len(to_merge) == len(self.children):\n",
    "            self.children = []\n",
    "            self.mean_value = self.calculate_mean()\n",
    "            self.width *= 2\n",
    "            self.height *= 2\n",
    "\n",
    "            for child in to_merge:\n",
    "                child.merge(merge_threshold)\n",
    "\n",
    "def process_image(image_path, split_threshold, merge_threshold):\n",
    "    # 使用cv2读取图像，默认读取为彩色图像，这里为灰度图\n",
    "    image = cv2.imread(image_path)\n",
    "    image = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY)\n",
    "\n",
    "    root = QuadTree(image, 0, 0, image.shape[1], image.shape[0], split_threshold)\n",
    "    root.split()\n",
    "    root.merge(merge_threshold)\n",
    "\n",
    "    return root\n",
    "\n",
    "image_path = \"9-1.png\"  # 替换为实际的图像路径\n",
    "split_threshold = 175  # 可根据需要调整分割阈值\n",
    "merge_threshold = 15  # 可根据需要调整合并阈值\n",
    "# 绘制处理前的图片\n",
    "original_image = cv2.imread(image_path)\n",
    "original_image = cv2.cvtColor(original_image, cv2.COLOR_BGR2RGB)  # 转换颜色格式以适配plt显示\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(original_image)\n",
    "plt.title(\"Original Image\")\n",
    "\n",
    "result_tree = process_image(image_path, split_threshold, merge_threshold)\n",
    "\n",
    "# 生成处理后的图片\n",
    "processed_image = np.zeros_like(original_image)\n",
    "def fill_image(image, node):\n",
    "    if not node.children:\n",
    "        image[node.y:node.y + node.height, node.x:node.x + node.width] = node.mean_value\n",
    "        return\n",
    "    for child in node.children:\n",
    "        fill_image(image, child)\n",
    "\n",
    "fill_image(processed_image, result_tree)\n",
    "processed_image = cv2.cvtColor(processed_image, cv2.COLOR_BGR2GRAY)  # 转换为灰度图以适配显示\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(processed_image, cmap='gray')\n",
    "plt.title(\"Processed Image\")\n",
    "plt.show()\n",
    "#可以看到头发的区域被明显的分割出来"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2367c867",
   "metadata": {},
   "source": [
    "## 聚类分割"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7559c83e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\anaconda\\envs\\deeplearing\\lib\\site-packages\\sklearn\\cluster\\_kmeans.py:1416: FutureWarning: The default value of `n_init` will change from 10 to 'auto' in 1.4. Set the value of `n_init` explicitly to suppress the warning\n",
      "  super()._check_params_vs_input(X, default_n_init=10)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from sklearn.cluster import KMeans\n",
    "\n",
    "# 读取图像（这里以彩色图像为例，你也可以修改为读取灰度图像）\n",
    "image = cv2.imread('9-1.png')\n",
    "image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n",
    "\n",
    "# 将图像数据重塑为适合聚类算法的格式（二维数组，每行代表一个像素，每列代表一个特征，这里对于彩色图像是RGB三个特征）\n",
    "pixel_values = image.reshape((-1, 3))\n",
    "\n",
    "# 转换数据类型为 float32，这是K-Means算法要求的数据类型\n",
    "pixel_values = np.float32(pixel_values)\n",
    "\n",
    "# 定义聚类的数量（你可以根据图像特点和需求调整这个值）\n",
    "num_clusters = 2\n",
    "\n",
    "# 创建K-Means聚类器并进行聚类\n",
    "kmeans = KMeans(n_clusters=num_clusters)\n",
    "kmeans.fit(pixel_values)\n",
    "\n",
    "# 获取聚类后的标签（每个像素所属的聚类类别）\n",
    "labels = kmeans.labels_\n",
    "\n",
    "# 根据聚类标签将像素重新分配颜色，以得到分割后的图像\n",
    "segmented_image = kmeans.cluster_centers_[labels].astype(np.uint8)\n",
    "\n",
    "# 将分割后的图像重塑为原始图像的形状\n",
    "segmented_image = segmented_image.reshape(image.shape)\n",
    "\n",
    "# 使用plt显示原始图像和分割后的图像\n",
    "plt.subplot(1, 2, 1)\n",
    "plt.imshow(image)\n",
    "plt.title('Original Image')\n",
    "\n",
    "plt.subplot(1, 2, 2)\n",
    "plt.imshow(segmented_image)\n",
    "plt.title('Segmented Image')\n",
    "\n",
    "plt.show()\n",
    "#可以看到阴影区域被明显的分割出来"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python [conda env:deeplearing]",
   "language": "python",
   "name": "conda-env-deeplearing-py"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.19"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
